Random Variables
Definition
Discrete Random Variables
Probability Mass Function (PMF):
Properties: and
Cumulative Distribution Function
Continuous Random Variables
Mixed Random Variables
Some random variables are neither purely discrete nor purely continuous (e.g., censored data).
Common Discrete Distributions
Common Continuous Distributions
Functions of Random Variables
If , the distribution of is derived from that of .
Linear transformation: If , then .